Overview
Brought to you by YData
Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 78.3 KiB |
| Average record size in memory | 80.1 B |
Variable types
| Numeric | 6 |
|---|---|
| Categorical | 2 |
| Boolean | 2 |
diastolic_bp is highly overall correlated with systolic_bp | High correlation |
hdl is highly overall correlated with ldl | High correlation |
ldl is highly overall correlated with hdl and 1 other fields | High correlation |
systolic_bp is highly overall correlated with diastolic_bp | High correlation |
total_cholesterol is highly overall correlated with ldl | High correlation |
diabetes is highly imbalanced (56.4%) | Imbalance |
total_cholesterol has unique values | Unique |
ldl has unique values | Unique |
hdl has unique values | Unique |
systolic_bp has unique values | Unique |
diastolic_bp has unique values | Unique |
Reproduction
| Analysis started | 2025-01-31 14:12:59.981497 |
|---|---|
| Analysis finished | 2025-01-31 14:13:08.396850 |
| Duration | 8.42 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
age
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.886 |
| Minimum | 18 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 40 |
| median | 49 |
| Q3 | 59 |
| 95-th percentile | 74 |
| Maximum | 94 |
| Range | 76 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.209466 |
|---|---|
| Coefficient of variation (CV) | 0.28483874 |
| Kurtosis | -0.21313862 |
| Mean | 49.886 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.15807184 |
| Sum | 49886 |
| Variance | 201.90891 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 53 | 36 | 3.6% |
| 47 | 33 | 3.3% |
| 49 | 33 | 3.3% |
| 41 | 32 | 3.2% |
| 57 | 31 | 3.1% |
| 46 | 30 | 3.0% |
| 59 | 27 | 2.7% |
| 40 | 27 | 2.7% |
| 38 | 26 | 2.6% |
| 54 | 26 | 2.6% |
| Other values (62) | 699 |
| Value | Count | Frequency (%) |
| 18 | 8 | |
| 19 | 3 | 0.3% |
| 20 | 3 | 0.3% |
| 21 | 5 | |
| 22 | 8 | |
| 23 | 7 | |
| 24 | 7 | |
| 25 | 3 | 0.3% |
| 26 | 8 | |
| 27 | 6 |
| Value | Count | Frequency (%) |
| 94 | 1 | 0.1% |
| 92 | 1 | 0.1% |
| 88 | 2 | |
| 87 | 3 | |
| 85 | 2 | |
| 84 | 3 | |
| 83 | 2 | |
| 82 | 4 | |
| 81 | 4 | |
| 80 | 4 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.946 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 527 | |
| Female | 473 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 527 | |
| female | 473 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1473 | |
| a | 1000 | |
| l | 1000 | |
| M | 527 | 10.7% |
| F | 473 | 9.6% |
| m | 473 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4946 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1473 | |
| a | 1000 | |
| l | 1000 | |
| M | 527 | 10.7% |
| F | 473 | 9.6% |
| m | 473 | 9.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4946 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1473 | |
| a | 1000 | |
| l | 1000 | |
| M | 527 | 10.7% |
| F | 473 | 9.6% |
| m | 473 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4946 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1473 | |
| a | 1000 | |
| l | 1000 | |
| M | 527 | 10.7% |
| F | 473 | 9.6% |
| m | 473 | 9.6% |
total_cholesterol
Real number (ℝ)
High correlation  Unique 
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201.08749 |
| Minimum | 84.165932 |
|---|---|
| Maximum | 354.66002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 84.165932 |
|---|---|
| 5-th percentile | 136.05451 |
| Q1 | 174.70721 |
| median | 201.19155 |
| Q3 | 226.25171 |
| 95-th percentile | 265.52149 |
| Maximum | 354.66002 |
| Range | 270.49408 |
| Interquartile range (IQR) | 51.544501 |
Descriptive statistics
| Standard deviation | 40.042655 |
|---|---|
| Coefficient of variation (CV) | 0.19913052 |
| Kurtosis | -0.015765712 |
| Mean | 201.08749 |
| Median Absolute Deviation (MAD) | 25.74366 |
| Skewness | 0.027655354 |
| Sum | 201087.49 |
| Variance | 1603.4142 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 229.4636425 | 1 | 0.1% |
| 253.5157626 | 1 | 0.1% |
| 136.4226473 | 1 | 0.1% |
| 102.8761899 | 1 | 0.1% |
| 188.8562344 | 1 | 0.1% |
| 188.9268087 | 1 | 0.1% |
| 162.9450069 | 1 | 0.1% |
| 186.3129998 | 1 | 0.1% |
| 222.123983 | 1 | 0.1% |
| 197.6912963 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 84.16593171 | 1 | |
| 87.54989835 | 1 | |
| 92.87641875 | 1 | |
| 93.12649585 | 1 | |
| 95.80435914 | 1 | |
| 98.55461411 | 1 | |
| 102.8761899 | 1 | |
| 104.0925583 | 1 | |
| 105.9796199 | 1 | |
| 106.8795273 | 1 |
| Value | Count | Frequency (%) |
| 354.6600155 | 1 | |
| 321.0112736 | 1 | |
| 318.5144453 | 1 | |
| 308.3995394 | 1 | |
| 307.7837706 | 1 | |
| 298.9780131 | 1 | |
| 294.8861215 | 1 | |
| 293.900023 | 1 | |
| 291.795429 | 1 | |
| 291.5010262 | 1 |
ldl
Real number (ℝ)
High correlation  Unique 
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.04781 |
| Minimum | 36.259745 |
|---|---|
| Maximum | 231.37663 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 36.259745 |
|---|---|
| 5-th percentile | 79.277339 |
| Q1 | 111.9632 |
| median | 130.67854 |
| Q3 | 149.73245 |
| 95-th percentile | 178.28578 |
| Maximum | 231.37663 |
| Range | 195.11689 |
| Interquartile range (IQR) | 37.769248 |
Descriptive statistics
| Standard deviation | 30.041659 |
|---|---|
| Coefficient of variation (CV) | 0.23100474 |
| Kurtosis | 0.13966007 |
| Mean | 130.04781 |
| Median Absolute Deviation (MAD) | 18.88164 |
| Skewness | 0.022657387 |
| Sum | 130047.81 |
| Variance | 902.5013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 175.8791293 | 1 | 0.1% |
| 202.5677245 | 1 | 0.1% |
| 80.99952445 | 1 | 0.1% |
| 99.58921799 | 1 | 0.1% |
| 90.44801522 | 1 | 0.1% |
| 104.4751928 | 1 | 0.1% |
| 142.5255638 | 1 | 0.1% |
| 144.3504691 | 1 | 0.1% |
| 158.2465649 | 1 | 0.1% |
| 134.1266731 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 36.25974518 | 1 | |
| 40.40926954 | 1 | |
| 41.16471573 | 1 | |
| 52.04556478 | 1 | |
| 52.71998014 | 1 | |
| 56.41520475 | 1 | |
| 58.29093525 | 1 | |
| 59.03341745 | 1 | |
| 59.47444059 | 1 | |
| 60.15072959 | 1 |
| Value | Count | Frequency (%) |
| 231.3766306 | 1 | |
| 229.6819142 | 1 | |
| 220.3809856 | 1 | |
| 213.5262501 | 1 | |
| 212.1474014 | 1 | |
| 209.863209 | 1 | |
| 206.5656072 | 1 | |
| 205.1694661 | 1 | |
| 202.5677245 | 1 | |
| 201.1740323 | 1 |
hdl
Real number (ℝ)
High correlation  Unique 
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.811244 |
| Minimum | 20.600644 |
|---|---|
| Maximum | 82.31981 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 20.600644 |
|---|---|
| 5-th percentile | 33.234771 |
| Q1 | 42.622102 |
| median | 49.682809 |
| Q3 | 56.703598 |
| 95-th percentile | 66.347826 |
| Maximum | 82.31981 |
| Range | 61.719166 |
| Interquartile range (IQR) | 14.081496 |
Descriptive statistics
| Standard deviation | 10.247178 |
|---|---|
| Coefficient of variation (CV) | 0.20572017 |
| Kurtosis | -0.024413254 |
| Mean | 49.811244 |
| Median Absolute Deviation (MAD) | 7.0310352 |
| Skewness | 0.11671592 |
| Sum | 49811.244 |
| Variance | 105.00465 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39.22568706 | 1 | 0.1% |
| 32.992538 | 1 | 0.1% |
| 65.05930135 | 1 | 0.1% |
| 60.67717425 | 1 | 0.1% |
| 61.64114999 | 1 | 0.1% |
| 61.6450478 | 1 | 0.1% |
| 48.69986082 | 1 | 0.1% |
| 47.3019277 | 1 | 0.1% |
| 36.16957621 | 1 | 0.1% |
| 46.25507014 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 20.60064444 | 1 | |
| 21.28392184 | 1 | |
| 22.47959466 | 1 | |
| 22.92284932 | 1 | |
| 24.03641815 | 1 | |
| 24.75900515 | 1 | |
| 25.17202819 | 1 | |
| 26.29061168 | 1 | |
| 26.51030331 | 1 | |
| 26.74966018 | 1 |
| Value | Count | Frequency (%) |
| 82.31981044 | 1 | |
| 81.81782992 | 1 | |
| 79.75470437 | 1 | |
| 79.30059954 | 1 | |
| 79.19969099 | 1 | |
| 78.14483823 | 1 | |
| 77.54531049 | 1 | |
| 77.10838483 | 1 | |
| 76.60054035 | 1 | |
| 75.98135844 | 1 |
systolic_bp
Real number (ℝ)
High correlation  Unique 
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.31269 |
| Minimum | 74.43395 |
|---|---|
| Maximum | 164.08097 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 74.43395 |
|---|---|
| 5-th percentile | 95.6608 |
| Q1 | 110.06295 |
| median | 120.04217 |
| Q3 | 130.9118 |
| 95-th percentile | 147.04734 |
| Maximum | 164.08097 |
| Range | 89.647017 |
| Interquartile range (IQR) | 20.848853 |
Descriptive statistics
| Standard deviation | 15.507493 |
|---|---|
| Coefficient of variation (CV) | 0.12889325 |
| Kurtosis | -0.16039173 |
| Mean | 120.31269 |
| Median Absolute Deviation (MAD) | 10.363375 |
| Skewness | 0.051609367 |
| Sum | 120312.69 |
| Variance | 240.48234 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 124.0701272 | 1 | 0.1% |
| 132.5716827 | 1 | 0.1% |
| 120.2152107 | 1 | 0.1% |
| 133.4459393 | 1 | 0.1% |
| 121.9447384 | 1 | 0.1% |
| 119.9811609 | 1 | 0.1% |
| 101.9021349 | 1 | 0.1% |
| 136.1178319 | 1 | 0.1% |
| 149.8067744 | 1 | 0.1% |
| 125.8389549 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 74.43394985 | 1 | |
| 74.7064485 | 1 | |
| 77.70363229 | 1 | |
| 80.18799255 | 1 | |
| 80.43479129 | 1 | |
| 82.01378748 | 1 | |
| 82.57254808 | 1 | |
| 84.00111886 | 1 | |
| 84.98036895 | 1 | |
| 85.09311375 | 1 |
| Value | Count | Frequency (%) |
| 164.0809669 | 1 | |
| 162.7547688 | 1 | |
| 162.2386929 | 1 | |
| 160.2155398 | 1 | |
| 159.6590258 | 1 | |
| 157.4598234 | 1 | |
| 157.1925754 | 1 | |
| 156.8924581 | 1 | |
| 156.8716716 | 1 | |
| 156.4185885 | 1 |
diastolic_bp
Real number (ℝ)
High correlation  Unique 
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.231248 |
| Minimum | 49.296305 |
|---|---|
| Maximum | 113.84813 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 49.296305 |
|---|---|
| 5-th percentile | 63.736584 |
| Q1 | 73.277119 |
| median | 79.912592 |
| Q3 | 87.084443 |
| 95-th percentile | 97.486383 |
| Maximum | 113.84813 |
| Range | 64.551822 |
| Interquartile range (IQR) | 13.807323 |
Descriptive statistics
| Standard deviation | 10.235917 |
|---|---|
| Coefficient of variation (CV) | 0.12758018 |
| Kurtosis | 0.053939512 |
| Mean | 80.231248 |
| Median Absolute Deviation (MAD) | 6.941694 |
| Skewness | 0.054927942 |
| Sum | 80231.248 |
| Variance | 104.77399 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 91.37878025 | 1 | 0.1% |
| 83.99368342 | 1 | 0.1% |
| 87.25891197 | 1 | 0.1% |
| 79.73912377 | 1 | 0.1% |
| 77.62585246 | 1 | 0.1% |
| 85.17396689 | 1 | 0.1% |
| 79.23553245 | 1 | 0.1% |
| 76.03743117 | 1 | 0.1% |
| 108.0037817 | 1 | 0.1% |
| 85.55153189 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 49.29630505 | 1 | |
| 50.57652136 | 1 | |
| 51.10716365 | 1 | |
| 52.18529167 | 1 | |
| 53.55402116 | 1 | |
| 54.26674667 | 1 | |
| 54.77055517 | 1 | |
| 55.0806076 | 1 | |
| 55.23616444 | 1 | |
| 55.93676739 | 1 |
| Value | Count | Frequency (%) |
| 113.8481268 | 1 | |
| 112.3221801 | 1 | |
| 109.5945247 | 1 | |
| 108.0037817 | 1 | |
| 107.8610341 | 1 | |
| 107.3264253 | 1 | |
| 106.5560914 | 1 | |
| 106.2912783 | 1 | |
| 106.0016612 | 1 | |
| 105.4402334 | 1 |
smoking
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Non Smoker | |
|---|---|
| Smoker |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.192 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Non Smoker |
|---|---|
| 2nd row | Smoker |
| 3rd row | Non Smoker |
| 4th row | Non Smoker |
| 5th row | Non Smoker |
Common Values
| Value | Count | Frequency (%) |
| Non Smoker | 798 | |
| Smoker | 202 | 20.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| smoker | 1000 | |
| non | 798 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1798 | |
| S | 1000 | |
| m | 1000 | |
| k | 1000 | |
| e | 1000 | |
| r | 1000 | |
| N | 798 | |
| n | 798 | |
| 798 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9192 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1798 | |
| S | 1000 | |
| m | 1000 | |
| k | 1000 | |
| e | 1000 | |
| r | 1000 | |
| N | 798 | |
| n | 798 | |
| 798 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9192 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1798 | |
| S | 1000 | |
| m | 1000 | |
| k | 1000 | |
| e | 1000 | |
| r | 1000 | |
| N | 798 | |
| n | 798 | |
| 798 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9192 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1798 | |
| S | 1000 | |
| m | 1000 | |
| k | 1000 | |
| e | 1000 | |
| r | 1000 | |
| N | 798 | |
| n | 798 | |
| 798 |
diabetes
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| False | |
|---|---|
| True | 90 |
| Value | Count | Frequency (%) |
| False | 910 | |
| True | 90 | 9.0% |
| Value | Count | Frequency (%) |
| False | 818 | |
| True | 182 | 18.2% |
Interactions
Correlations
| age | diabetes | diastolic_bp | hdl | heart_attack | ldl | sex | smoking | systolic_bp | total_cholesterol | |
|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | 0.066 | 0.233 | -0.126 | 0.167 | 0.242 | 0.083 | 0.142 | 0.327 | 0.126 |
| diabetes | 0.066 | 1.000 | 0.000 | 0.000 | 0.133 | 0.000 | 0.028 | 0.055 | 0.086 | 0.000 |
| diastolic_bp | 0.233 | 0.000 | 1.000 | -0.089 | 0.207 | 0.202 | 0.041 | 0.071 | 0.788 | 0.082 |
| hdl | -0.126 | 0.000 | -0.089 | 1.000 | 0.077 | -0.574 | 0.000 | 0.026 | -0.073 | -0.465 |
| heart_attack | 0.167 | 0.133 | 0.207 | 0.077 | 1.000 | 0.193 | 0.102 | 0.039 | 0.249 | 0.192 |
| ldl | 0.242 | 0.000 | 0.202 | -0.574 | 0.193 | 1.000 | 0.000 | 0.122 | 0.275 | 0.775 |
| sex | 0.083 | 0.028 | 0.041 | 0.000 | 0.102 | 0.000 | 1.000 | 0.057 | 0.090 | 0.029 |
| smoking | 0.142 | 0.055 | 0.071 | 0.026 | 0.039 | 0.122 | 0.057 | 1.000 | 0.130 | 0.000 |
| systolic_bp | 0.327 | 0.086 | 0.788 | -0.073 | 0.249 | 0.275 | 0.090 | 0.130 | 1.000 | 0.184 |
| total_cholesterol | 0.126 | 0.000 | 0.082 | -0.465 | 0.192 | 0.775 | 0.029 | 0.000 | 0.184 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| age | sex | total_cholesterol | ldl | hdl | systolic_bp | diastolic_bp | smoking | diabetes | heart_attack | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 57 | Male | 229.463642 | 175.879129 | 39.225687 | 124.070127 | 91.378780 | Non Smoker | No | No |
| 1 | 58 | Male | 186.464120 | 128.984916 | 34.950968 | 95.492552 | 64.355040 | Smoker | No | No |
| 2 | 37 | Male | 251.300719 | 152.347592 | 45.913288 | 99.519335 | 64.953147 | Non Smoker | Yes | No |
| 3 | 55 | Male | 192.058908 | 116.803684 | 67.208925 | 122.460002 | 73.821382 | Non Smoker | No | No |
| 4 | 53 | Male | 151.203449 | 107.017396 | 60.693838 | 123.022257 | 81.121946 | Non Smoker | Yes | Yes |
| 5 | 39 | Male | 236.033455 | 153.880809 | 31.208614 | 121.857396 | 79.589069 | Non Smoker | No | No |
| 6 | 65 | Female | 174.615666 | 114.029408 | 55.692586 | 135.605050 | 85.529955 | Non Smoker | No | No |
| 7 | 33 | Female | 242.919402 | 147.951375 | 54.439475 | 123.511557 | 77.331714 | Non Smoker | No | No |
| 8 | 49 | Female | 95.804359 | 83.304875 | 60.758929 | 111.697488 | 77.630529 | Smoker | No | No |
| 9 | 55 | Female | 181.360943 | 106.011782 | 50.576747 | 129.576418 | 87.588781 | Non Smoker | No | No |
| age | sex | total_cholesterol | ldl | hdl | systolic_bp | diastolic_bp | smoking | diabetes | heart_attack | |
|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 37 | Male | 184.883473 | 122.704065 | 50.522589 | 122.424617 | 92.429249 | Non Smoker | Yes | No |
| 991 | 62 | Female | 220.644026 | 125.794390 | 49.313152 | 105.306251 | 75.079786 | Smoker | No | No |
| 992 | 35 | Female | 177.508745 | 115.640006 | 53.369375 | 101.513099 | 74.243940 | Non Smoker | Yes | No |
| 993 | 83 | Female | 211.539050 | 170.999926 | 56.547721 | 134.105498 | 87.977523 | Non Smoker | No | Yes |
| 994 | 47 | Female | 211.297642 | 145.360178 | 48.992366 | 104.846202 | 65.955891 | Non Smoker | No | No |
| 995 | 65 | Male | 195.336429 | 149.070951 | 43.914928 | 132.878440 | 86.246414 | Non Smoker | No | No |
| 996 | 60 | Male | 192.342928 | 134.357394 | 53.380714 | 145.149535 | 91.069141 | Non Smoker | No | No |
| 997 | 70 | Female | 174.179319 | 125.900047 | 50.406918 | 133.022878 | 85.851330 | Non Smoker | No | No |
| 998 | 48 | Female | 189.715685 | 152.388737 | 40.700912 | 113.527965 | 86.368294 | Non Smoker | No | No |
| 999 | 63 | Male | 136.207724 | 96.768635 | 57.566116 | 136.439507 | 98.995934 | Non Smoker | No | No |